PinnedAgnis LiukisinTowards Data ScienceApproaching Time-Series with a Tree-based ModelPredict the future — generic data transformation and feature engineering basicsAug 21, 20203Aug 21, 20203
Agnis LiukisinLevel Up CodingPutting a Machine Learning Model in ProductionThings to consider before giving your model real tasksJan 16, 20231Jan 16, 20231
Agnis LiukisinLevel Up CodingWriting effective Pandas codeEverything in programming can be done in multiple ways. Some ways are better than others. Some ways are much worse. A good programmer is…Nov 6, 2022Nov 6, 2022
Agnis LiukisinTowards Data Science4 advanced Machine Learning techniquesAlternative ways to improve the model score even furtherOct 6, 2022Oct 6, 2022
Agnis LiukisinTowards Data ScienceOptimizing the Random SeedIs there any point in doing that?Aug 9, 2022Aug 9, 2022
Agnis LiukisinTowards Data Science5 typical beginner mistakes in Machine LearningIf you are about to build your first model, be aware and avoid theseJul 18, 20221Jul 18, 20221
Agnis LiukisLinear Regression — the power of the simplicityPossibly, the most undervalued ML algorithm.Jan 6, 2022Jan 6, 2022
Agnis LiukisinTowards Data ScienceHow to become a Kaggle Competitions GrandmasterIt won’t be easy, but you can do it and it’s worth itSep 1, 20211Sep 1, 20211
Agnis LiukisinLevel Up Coding4 usages of an ELSE clause in PythonThe existence of some of these may be a surprise for you.Aug 30, 2021Aug 30, 2021
Agnis LiukisinLevel Up Coding5 intermediate level Python tricks you maybe didn’t knowLet’s make our Python code better!Aug 18, 2021Aug 18, 2021